8 citations · 8 across the 2 of their papers we have counts for
3 papers
Splitwise: Collaborative Edge-Cloud Inference for LLMs via Lyapunov-Assisted DRL
Abolfazl Younesi, Abbas Shabrang Maryan, Elyas Oustad +3
Deploying large language models (LLMs) on edge devices is challenging due to their limited memory and power resources. Cloud-only inference reduces device burden but introduces hig…
AutoStreamPipe: LLM Assisted Automatic Generation of Data Stream Processing Pipelines
Abolfazl Younesi, Zahra Najafabadi Samani, Thomas Fahringer
Data pipelines are essential in stream processing as they enable the efficient collection, processing, and delivery of real-time data, supporting rapid data analysis. In this paper…
GAP: Game Theory-Based Approach for Reliability and Power Management in Emerging Fog Computing
Abolfazl Younesi, Mohsen Ansari, Alireza Ejlali +3
Fog computing brings about a transformative shift in data management, presenting unprecedented opportunities for enhanced performance and reduced latency. However, one of the key a…